Data Fields
int32_t	time_major

nmsis_nn_scaling	input_to_input_scaling

nmsis_nn_scaling	input_to_forget_scaling

nmsis_nn_scaling	input_to_cell_scaling

nmsis_nn_scaling	input_to_output_scaling

nmsis_nn_scaling	recurrent_to_input_scaling

nmsis_nn_scaling	recurrent_to_forget_scaling

nmsis_nn_scaling	recurrent_to_cell_scaling

nmsis_nn_scaling	recurrent_to_output_scaling

nmsis_nn_scaling	cell_to_input_scaling

nmsis_nn_scaling	cell_to_forget_scaling

nmsis_nn_scaling	cell_to_output_scaling

nmsis_nn_scaling	projection_scaling

nmsis_nn_scaling	hidden_scaling

nmsis_nn_scaling	layer_norm_input_scaling

nmsis_nn_scaling	layer_norm_forget_scaling

nmsis_nn_scaling	layer_norm_cell_scaling

nmsis_nn_scaling	layer_norm_output_scaling

int32_t	cell_state_shift

int32_t	hidden_offset

int32_t	output_state_offset

nmsis_nn_lstm_clip_params	clip

nmsis_nn_lstm_guard_params	guard

nmsis_nn_layer_norm	layer_norm

const int32_t *	i2i_effective_bias

const int32_t *	i2f_effective_bias

const int32_t *	i2c_effective_bias

const int32_t *	i2o_effective_bias

const int32_t *	r2i_effective_bias

const int32_t *	r2f_effective_bias

const int32_t *	r2c_effective_bias

const int32_t *	r2o_effective_bias

const int32_t *	projection_effective_bias

const int32_t *	input_gate_bias

const int32_t *	forget_gate_bias

const int32_t *	cell_gate_bias

const int32_t *	output_gate_bias

nmsis_nn_activation	activation

Detailed Description

Parameters for integer LSTM, as defined in TFLM

Field Documentation

◆ activation

nmsis_nn_activation nmsis_nn_lstm_params::activation

◆ cell_gate_bias

const int32_t* nmsis_nn_lstm_params::cell_gate_bias

◆ cell_state_shift

int32_t nmsis_nn_lstm_params::cell_state_shift

◆ cell_to_forget_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::cell_to_forget_scaling

◆ cell_to_input_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::cell_to_input_scaling

◆ cell_to_output_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::cell_to_output_scaling

◆ clip

nmsis_nn_lstm_clip_params nmsis_nn_lstm_params::clip

◆ forget_gate_bias

const int32_t* nmsis_nn_lstm_params::forget_gate_bias

◆ guard

nmsis_nn_lstm_guard_params nmsis_nn_lstm_params::guard

◆ hidden_offset

int32_t nmsis_nn_lstm_params::hidden_offset

◆ hidden_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::hidden_scaling

◆ i2c_effective_bias

const int32_t* nmsis_nn_lstm_params::i2c_effective_bias

input to cell effective bias

◆ i2f_effective_bias

const int32_t* nmsis_nn_lstm_params::i2f_effective_bias

input to forget gate effective bias

◆ i2i_effective_bias

const int32_t* nmsis_nn_lstm_params::i2i_effective_bias

input to input effective bias

◆ i2o_effective_bias

const int32_t* nmsis_nn_lstm_params::i2o_effective_bias

input to output effective bias

◆ input_gate_bias

const int32_t* nmsis_nn_lstm_params::input_gate_bias

◆ input_to_cell_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::input_to_cell_scaling

◆ input_to_forget_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::input_to_forget_scaling

◆ input_to_input_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::input_to_input_scaling

◆ input_to_output_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::input_to_output_scaling

◆ layer_norm

nmsis_nn_layer_norm nmsis_nn_lstm_params::layer_norm

◆ layer_norm_cell_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::layer_norm_cell_scaling

layer normalization for cell

◆ layer_norm_forget_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::layer_norm_forget_scaling

layer normalization for forget gate

◆ layer_norm_input_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::layer_norm_input_scaling

layer normalization for input layer

◆ layer_norm_output_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::layer_norm_output_scaling

layer normalization for outpus layer

◆ output_gate_bias

const int32_t* nmsis_nn_lstm_params::output_gate_bias

◆ output_state_offset

int32_t nmsis_nn_lstm_params::output_state_offset

◆ projection_effective_bias

const int32_t* nmsis_nn_lstm_params::projection_effective_bias

◆ projection_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::projection_scaling

◆ r2c_effective_bias

const int32_t* nmsis_nn_lstm_params::r2c_effective_bias

recurrent gate to cell effective bias

◆ r2f_effective_bias

const int32_t* nmsis_nn_lstm_params::r2f_effective_bias

recurrent gate to forget gate effective bias

◆ r2i_effective_bias

const int32_t* nmsis_nn_lstm_params::r2i_effective_bias

recurrent gate to input effective bias

◆ r2o_effective_bias

const int32_t* nmsis_nn_lstm_params::r2o_effective_bias

recurrent gate to output effective bias

◆ recurrent_to_cell_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::recurrent_to_cell_scaling

◆ recurrent_to_forget_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::recurrent_to_forget_scaling

◆ recurrent_to_input_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::recurrent_to_input_scaling

◆ recurrent_to_output_scaling

nmsis_nn_scaling nmsis_nn_lstm_params::recurrent_to_output_scaling

◆ time_major

int32_t nmsis_nn_lstm_params::time_major

Nonzero (true) if first row of data is timestamps for input

Data Fields